Title : 
Polynomial phase demodulation in multitaper analysis
         
        
            Author : 
Thomson, David J.
         
        
            Author_Institution : 
Queen´´s Univ., Kingston, ON, Canada
         
        
        
        
        
            Abstract : 
This paper describes multitaper methods to estimate polynomial frequency modulation (FM) in low signal-to-noise environments. In the intended application, the frequency modulation occurs within the multitaper local bandwidth, the signal-to-noise ratio is low, and the raw data is non-Gaussian. This estimate uses the eigencoefficients as data and reconstructs the narrow band analytic signal and its time derivative from them. A set of polynomials, orthogonal with respect to inner products on the Slepian sequences, allows construction of a sequence of inverses with variable smoothness properties. These extend the standard multitaper F-test for line components to polynomial FM. With quadratic FM (cubic phase) the performance approaches the Cramer-Rao bound.
         
        
            Keywords : 
eigenvalues and eigenfunctions; frequency modulation; phase modulation; Cramer-Rao bound; Slepian sequences; eigencoefficients; multitaper analysis; polynomial frequency modulation; polynomial phase demodulation; signal-to-noise ratio; Bandwidth; Demodulation; Frequency estimation; Frequency modulation; Narrowband; Phase estimation; Polynomials; Signal analysis; Signal processing; Testing;
         
        
        
        
            Conference_Titel : 
Statistical Signal Processing, 2009. SSP '09. IEEE/SP 15th Workshop on
         
        
            Conference_Location : 
Cardiff
         
        
            Print_ISBN : 
978-1-4244-2709-3
         
        
            Electronic_ISBN : 
978-1-4244-2711-6
         
        
        
            DOI : 
10.1109/SSP.2009.5278553